@article{59532, author = {{Knorr, Lukas and Buchenau, N. and Schlosser, Florian and Divkovic, Denis and Prina, M.G. and Meschede, Henning}}, issn = {{1364-0321}}, journal = {{Renewable and Sustainable Energy Reviews}}, publisher = {{Elsevier BV}}, title = {{{Electrification and flexibility of process heat in energy system modelling: A review}}}, doi = {{10.1016/j.rser.2025.115698}}, volume = {{216}}, year = {{2025}}, } @article{60081, author = {{Naumann, Marius and Ostermann, Moritz and Buchenau, Nadja and Oetzel, Jannik and Schlosser, Florian and Meschede, Henning and Tröster, Thomas}}, issn = {{0196-8904}}, journal = {{Energy Conversion and Management}}, publisher = {{Elsevier BV}}, title = {{{Energy efficiency improvement for decarbonization in manufacturing industry: A review}}}, doi = {{10.1016/j.enconman.2025.119763}}, volume = {{338}}, year = {{2025}}, } @article{62045, author = {{Naumann, Marius and Henne, Kevin and Ostermann, Moritz and Schlosser, Florian and Meschede, Henning}}, journal = {{Procedia CIRP}}, location = {{Manchester}}, pages = {{1351--1358}}, publisher = {{Elsevier}}, title = {{{Modular Energy Demand Modeling of Manufacturing Processes for Energy Efficiency Improvement}}}, doi = {{doi.org/10.1016/j.procir.2025.08.001}}, volume = {{135}}, year = {{2025}}, } @inproceedings{63397, abstract = {{Decarbonizing industrial process heat is a crucial step in mitigating climate change. While Process Mining (PM) has gained traction in sustainability research—such as optimizing production scheduling to reduce energy use or accounting for carbon footprints—it has largely overlooked the challenges and opportunities related to thermal energy, accounting for 66% of total energy demand in industrial processes. At the same time, Heat Integration (HI) is an established engineering discipline focused on maximizing the efficiency of thermal energy systems. However, HI traditionally relies on static or incomplete data about energy demands, limiting its effectiveness and accuracy. In this paper, we propose a novel framework that combines PM and HI to enable data-driven, process- and product-centric modeling of industrial energy demands. By integrating event logs and thermal energy data, our approach allows for a fine-grained analysis of heat demand patterns corresponding to specific process activities and product variants. We demonstrate the applicability and advantages of the framework by simulating a pharmaceutical manufacturing process and evaluating energy demands and heat recovery potentials. Our findings show that our PM-enabled HI framework provides more accurate and actionable insights into the temporal and product-specific variation of thermal energy demands. By capturing the causal relationships between process activities, product characteristics, and energy consumption, our approach enables improved analysis, planning, and optimization for heat recovery and process decarbonization. This integration of PM and HI expands the analytical tools for both disciplines and contributes to advancing the sustainable transformation of industrial processes.}}, author = {{Zapata Gonzalez, David Ricardo and Brennig, Katharina and Benkert, Kay and Schlosser, Florian and Müller, Oliver}}, booktitle = {{ACM SIGEnergy Energy Informatics Review}}, issn = {{2770-5331}}, number = {{3}}, pages = {{19--31}}, publisher = {{Association for Computing Machinery (ACM)}}, title = {{{Process Mining for Robust Heat Integration through Process- and Product-Centric Energy Demand Modeling}}}, doi = {{10.1145/3777518.3777520}}, volume = {{5}}, year = {{2025}}, } @misc{59234, author = {{Knorr, Lukas and Schlosser, Florian and Divkovic, Denis and Buchenau, Nadja and Meschede, Henning}}, publisher = {{19th SDEWES Conference}}, title = {{{Energy Flexibility and Electrification of Industrial Process Heat: A Review}}}, year = {{2024}}, } @article{54459, author = {{Knorr, Lukas and Schlosser, Florian and Horstmann, Nils and Divkovic, Denis and Meschede, Henning}}, issn = {{0306-2619}}, journal = {{Applied Energy}}, publisher = {{Elsevier BV}}, title = {{{Flexible operation and integration of high-temperature heat pumps using large temperature glides}}}, doi = {{10.1016/j.apenergy.2024.123417}}, volume = {{368}}, year = {{2024}}, } @article{45866, author = {{Knorr, Lukas and Schlosser, Florian and Meschede, Henning}}, issn = {{1848-9257}}, journal = {{Journal of Sustainable Development of Energy, Water and Environment Systems}}, keywords = {{Energy Engineering and Power Technology, Water Science and Technology, Environmental Science (miscellaneous), Renewable Energy, Sustainability and the Environment}}, number = {{3}}, pages = {{0--0}}, publisher = {{SDEWES Centre}}, title = {{{Assessment of Energy Efficiency and Flexibility Measures in Electrified Process Heat Generation Based on Simulations in the Animal Feed Industry}}}, doi = {{10.13044/j.sdewes.d11.0444}}, volume = {{ 11}}, year = {{2023}}, } @article{48243, author = {{Walmsley, Timothy Gordon and Philipp, Matthias and Picón-Núñez, Martín and Meschede, Henning and Taylor, Matthew Thomas and Schlosser, Florian and Atkins, Martin John}}, issn = {{1364-0321}}, journal = {{Renewable and Sustainable Energy Reviews}}, keywords = {{Renewable Energy, Sustainability and the Environment}}, publisher = {{Elsevier BV}}, title = {{{Hybrid renewable energy utility systems for industrial sites: A review}}}, doi = {{10.1016/j.rser.2023.113802}}, volume = {{188}}, year = {{2023}}, } @misc{47540, author = {{Knorr, Lukas and Schlosser, Florian and Meschede, Henning}}, title = {{{Economic Integration of a High-Temperature Heat Pump with Flexible Part-load Operation}}}, year = {{2023}}, } @article{45867, author = {{Schlosser, Florian and Zysk, Sebastian and Walmsley, Timothy G. and Kong, Lana and Zühlsdorf, Benjamin and Meschede, Henning}}, issn = {{0196-8904}}, journal = {{Energy Conversion and Management}}, keywords = {{Energy Engineering and Power Technology, Fuel Technology, Nuclear Energy and Engineering, Renewable Energy, Sustainability and the Environment}}, publisher = {{Elsevier BV}}, title = {{{Break-even of high-temperature heat pump integration for milk spray drying}}}, doi = {{10.1016/j.enconman.2023.117304}}, volume = {{291}}, year = {{2023}}, } @article{46486, author = {{Pfeifer, Florian and Knorr, Lukas and Schlosser, Florian and Marten, Thorsten and Tröster, Thomas}}, issn = {{1848-9257}}, journal = {{Journal of Sustainable Development of Energy, Water and Environment Systems}}, keywords = {{Energy Engineering and Power Technology, Water Science and Technology, Environmental Science (miscellaneous), Renewable Energy, Sustainability and the Environment}}, number = {{3}}, pages = {{1--20}}, publisher = {{SDEWES Centre}}, title = {{{Ecological and Economic Feasibility of Inductive Heating for Sustainable Press Hardening Processes}}}, doi = {{10.13044/j.sdewes.d11.0450}}, volume = {{11}}, year = {{2023}}, } @misc{36109, author = {{Knorr, Lukas and Schlosser, Florian and Meschede, Henning}}, publisher = {{17th sdewes conference}}, title = {{{Assessment of Energy Efficiency and Flexibility Measures in Electrified Process Heat Generation Based on Simulations in the Animal Feed Industry}}}, year = {{2022}}, } @inbook{36101, author = {{Hechelmann, Ron-Hendrik and Schlosser, Florian and Meschede, Henning and Schlüter, Alexander}}, booktitle = {{Sustainable and Smart Energy Systems for Europe's Cities and Rural Areas}}, editor = {{Schlüter, Alexander and Bernabé-Moreno, Juan}}, isbn = {{978-3-446-47294-5}}, publisher = {{Carl Hanser Verlag GmbH & Co. KG}}, title = {{{Chapter III – Using Energy More Efficiently. Preparing the Ground with Energy Efficiency.}}}, year = {{2022}}, } @inbook{36096, author = {{Schlosser, Florian and Hechelmann, Ron-Hendrik and Meschede, Henning and Schlüter, Alexander}}, booktitle = {{Sustainable and Smart Energy Systems for Europe's Cities and Rural Areas}}, editor = {{Schlüter, Alexander and Bernabé-Moreno, Juan}}, isbn = {{978-3-446-47294-5}}, publisher = {{Carl Hanser Verlag GmbH & Co. KG}}, title = {{{Chapter III – Using Energy More Efficiently. Saving Energy in Industry and Commerce.}}}, year = {{2022}}, } @inproceedings{36104, author = {{Schlosser, Florian and Walmsley, Timothy and Kong, Lana and Zühlsdorf, Benjamin and Meschede, Henning}}, location = {{Paphos, Cyprus}}, publisher = {{17th sdewes conference}}, title = {{{Techno-economic Potential of High-Temperature Heat Pump Integration}}}, year = {{2022}}, } @inproceedings{34836, author = {{Naumann, Marius and Schlosser, Florian and Meschede, Henning}}, location = {{Paphos, Cyprus}}, publisher = {{17th sdewes conference}}, title = {{{Development of an Advanced Digitalised Approach to Reduce Greenhouse Gas Emissions in the Industrial Sector}}}, year = {{2022}}, } @misc{38530, author = {{Divkovic, Denis and Schlosser, Florian}}, publisher = {{Bundesverband Wärmepumpe e.V.}}, title = {{{Planung von Wärmepumpen für die kommunale Wärmeversorgung}}}, year = {{2022}}, } @misc{39047, author = {{Divkovic, Denis and Schlosser, Florian}}, publisher = {{Bundesverband Wärmepumpe e.V.}}, title = {{{Kommunale Wärmeplanung}}}, year = {{2022}}, } @inproceedings{36112, author = {{Pfeifer, Florian and Knorr, Lukas and Schlosser, Florian and Marten, Thorsten and Tröster, Thomas}}, location = {{Paphos, Zypern}}, title = {{{Ecological and Economical Feasibility of Inductive Heating for Sustainable Press Hardening Processes}}}, year = {{2022}}, } @inbook{24626, author = {{Schlosser, Florian and Hechelmann, Ron-Hendrik and Meschede, Henning and Schlüter, Alexander}}, booktitle = {{Das Energiesystem der Zukunft in Smart Cities und Smart Rural Areas}}, editor = {{Schlüter, Alexander and Bernabé-Moreno, Juan}}, isbn = {{978-3-446-46897-9}}, publisher = {{Carl Hanser Verlag GmbH & Co. KG}}, title = {{{Energie einsparen in Industrie und Gewerbe}}}, year = {{2021}}, }